The emphasis is more on the brute force. These testing tools are for a concrete method with concrete data structure (if not just one property) - so the "finding something I don't expect" does not apply.
I'd like to stress test the a system on highly unreliable data, from the too witty parses to the to the electrical thingies, like memtests bitpatterns.
Yes, I can unit test what I know, but in addition I want to know what I don't know:)